Metadata-Version: 2.1
Name: MindsDB
Version: 23.7.2.0
Summary: MindsDB server, provides server capabilities to mindsdb native python library
Home-page: https://github.com/mindsdb/mindsdb
Author: MindsDB Inc
Author-email: jorge@mindsdb.com
License: GPL-3.0
Download-URL: https://pypi.org/project/mindsdb/
Description: <h1 align="center">
        	<img width="300" src="https://github.com/mindsdb/mindsdb_native/blob/stable/assets/MindsDBColorPurp@3x.png?raw=true" alt="MindsDB">
        	<br>
        </h1>
        
        <div align="center">
        
        <a
             href="https://runacap.com/ross-index/annual-2022/"
             target="_blank"
             rel="noopener"
        />
            <img
                style="width: 260px; height: 56px"
                src="https://runacap.com/wp-content/uploads/2023/02/Annual_ROSS_badge_white_2022.svg"
                alt="ROSS Index - Fastest Growing Open-Source Startups | Runa Capital"
                width="260"
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        </a>
        
        <p>
        	<a href="https://github.com/mindsdb/mindsdb/actions"><img src="https://github.com/mindsdb/mindsdb/workflows/MindsDB%20workflow/badge.svg" alt="MindsDB workflow"></a>
        	<a href="https://www.python.org/downloads/" target="_blank"><img src="https://img.shields.io/badge/python-3.8.x%7C%203.9.x-brightgreen.svg" alt="Python supported"></a>
        	<a href="https://pypi.org/project/MindsDB/" target="_blank"><img src="https://badge.fury.io/py/MindsDB.svg" alt="PyPi Version"></a>
        	<br />
        	<img alt="PyPI - Downloads" src="https://img.shields.io/pypi/dm/Mindsdb">  <a href="https://hub.docker.com/u/mindsdb" target="_blank"><img src="https://img.shields.io/docker/pulls/mindsdb/mindsdb" alt="Docker pulls"></a>
        	<a href="https://ossrank.com/p/630"><img src="https://shields.io/endpoint?url=https://ossrank.com/shield/630"></a>
        	<a href="https://www.mindsdb.com/"><img src="https://img.shields.io/website?url=https%3A%2F%2Fwww.mindsdb.com%2F" alt="MindsDB Website"></a>
        	<a href="https://mindsdb.com/joincommunity" target="_blank"><img src="https://img.shields.io/badge/slack-@mindsdbcommunity-brightgreen.svg?logo=slack " alt="MindsDB Community"></a>
        	<br />
        	<a href="https://deepnote.com/project/Machine-Learning-With-SQL-8GDF7bc7SzKlhBLorqoIcw/%2Fmindsdb_demo.ipynb" target="_blank"><img src="https://deepnote.com/buttons/launch-in-deepnote-white.svg" alt="Launch in Deepnote"></a>
        	<br />
        	<a href="https://gitpod.io/#https://github.com/mindsdb/mindsdb" target="_blank"><img src="https://gitpod.io/button/open-in-gitpod.svg" alt="Open in Gitpod"></a>
        </p>
        
        <h3 align="center">
        	<a href="https://www.mindsdb.com?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo">Website</a>
        	<span> | </span>
        	<a href="https://docs.mindsdb.com?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo">Docs</a>
        	<span> | </span>
        	<a href="https://mindsdb.com/joincommunity">Community Slack</a>
        	<span> | </span>
        	<a href="https://github.com/mindsdb/mindsdb/projects?type=classic">Contribute</a>
        	<span> | </span>
        	<a href="https://cloud.mindsdb.com?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo">Demo</a>
        	<span> | </span>
        	<a href="https://hashnode.com/hackathons/mindsdb?source=hncounter-feed">Hackathon</a>
        </h3>
        
        </div>
        
        ----------------------------------------
        
        [MindsDB](https://mindsdb.com?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo) is a Server for Artificial Intelligence Logic, enabling developers to ship AI powered systems from prototyping & experimentation to production in a fast & scalable way. [![Tweet](https://img.shields.io/twitter/url/http/shields.io.svg?style=social)](https://twitter.com/intent/tweet?text=Build%20AI-Centered%20Applications%20&url=https://www.mindsdb.com&via=mindsdb&hashtags=ai,ml,nlp,machine_learning,neural_networks,databases,gpt3)
        
        ## What can you build with MindsDB?
        
        * **Question Answering**: This is useful when you have data (we support more than 120 data sources) and you need answers from your data given a question in natural language.
        * **Semantic Search**: Similar to Question Answering, but in this case, you want to retrieve specific parts of your data where the answer to a question may exist.
        * **AI Agent serving**: This is useful when you want to publish your AI Agents to enterprise conversational applications like Slack, email, Twilio, etc.
        * **Recommendation systems**: When you use your data to help predict, narrow down, and find what people are looking for among an exponentially growing number of options.
        * **Time Series Forecasting**: When you want to use your historical data to estimate how things will look in the future.
        * **AI Automation pipelines**: When you need your AI systems to consume enterprise data and have the AI output stored back into your enterprise tools in an automated way.
        
        ## Generative AI Tables
        
        MindsDB empowers developers to harness the power of AI by treating AI models as **([Generative AI Tables](https://www.youtube.com/watch?v=tnB4Y9T1E2k))**. These tables are capable of learning from data in enterprise data sources. This abstraction makes AI highly accessible, allowing development teams to create AI-driven applications using their existing skills.
        
        <center>
          
          <img width="90%" src="https://docs.google.com/drawings/d/e/2PACX-1vR7DCzimVKnIf22CGtKhFryBJKVLn08ZRL56862XxGh_zQQaVQD-0EoMXrvjKqP4ZujHxQAoSgd5jXX/pub?w=1439&h=812" alt="MindsDB">
        
        <center>
        
        The data-centric approach of MindsDB AI Logic server brings the process closer to the source of the data minimizing the need to build and maintain data pipelines and ETL’ing, speeding up the time to deployment and reducing complexity and because it'sa server, everything you build on top of mindsdb is automatically ready for production.
        
        MindsDB has an active and helpful community. Feel free to join our [Slack](https://mindsdb.com/joincommunity) and check-out the [rewards and community programs](https://mindsdb.com/community?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo). 
        **P.S. If you like our open-source project we'd appreciate if you star it on GitHub ⭐!**
        
        
        ----------------------------------------
        
        [Installation](https://github.com/mindsdb/mindsdb#installation) - [Overview](https://github.com/mindsdb/mindsdb#overview) - [Features](https://github.com/mindsdb/mindsdb#features) - [Database Integrations](https://github.com/mindsdb/mindsdb#database-integrations) - [Quickstart](https://github.com/mindsdb/mindsdb#quickstart) - [Documentation](https://github.com/mindsdb/mindsdb#documentation) - [Support](https://github.com/mindsdb/mindsdb#support) - [Contributing](https://github.com/mindsdb/mindsdb#contributing) - [Mailing lists](https://github.com/mindsdb/mindsdb#mailing-lists) - [License](https://github.com/mindsdb/mindsdb#license)
        
        ----------------------------------------
        
        
        ## Demo
        
        You can try MindsDB using our [demo environment](https://cloud.mindsdb.com/?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo) with sample data for most popular use cases.
        
        ## Installation
        
        The prefered way is to use MindsDB Cloud [free demo instance](https://cloud.mindsdb.com/home) or use a [dedicated instance](https://cloud.mindsdb.com/home). If you want to move to production use [the AWS AMI image](https://aws.amazon.com/marketplace/seller-profile?id=03a65520-86ca-4ab8-a394-c11eb54573a9).
        
        To install locally or on-premise pull the latest Docker image:
        
        ```
        docker pull mindsdb/mindsdb
        ```
        
        ## How it works
        
        1. CONNECT MindsDB to your data platform. We support 100+ data platforms and this list is constantly growing. If you can’t find the integration you need, please [let us know](https://mindsdb.com/joincommunity).
        2. CREATE MODEL to connect the AI Engine you pick that will learn from your data and serve it as [AI Table](https://www.youtube.com/watch?v=tnB4Y9T1E2k).
            1. If you have an NLP use case, CREATE MODEL will integrate the [AI Table](https://www.youtube.com/watch?v=tnB4Y9T1E2k) with already pre-trained model you choose (like OpenAI’s GPT or Hugging Face models).
            2. Please check the [docs](https://docs.mindsdb.com/sql/create/model?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo) if you want to have manual control over model engineering.
        3. JOIN such model with your database tables to make predictions for thousands or even millions of data points at once, or run SELECT statements or API calls to make one time predictions.
        4. Set up a JOB to automate your re-training cycle and predictions pipelines for the new incoming data.
        5. Alternatively, use REST API to query the models
        
        Follow the [quickstart guide](https://docs.mindsdb.com/quickstart?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo) with sample data to get on-boarded as fast as possible.
        
        
        ## Database Integrations
        
        MindsDB works with most of the SQL and NoSQL databases, data lakes and popular applications.
        
        | Connect your Data | Connect your Data | Connect your Data
        |-|-|-|
        | <a href="https://docs.mindsdb.com/data-integrations/amazon-redshift"><img src="https://img.shields.io/badge/Amazon%20Redshift-0466C8?style=for-the-badge&logo=amazon-aws&logoColor=white" alt="Connect Amazon Redshift"></a> | <a href="https://docs.mindsdb.com/data-integrations/airtable"><img src="https://img.shields.io/badge/Airtable-18BFFF?logo=airtable&logoColor=fff&style=for-the-badge" alt="Airtable Badge"></a> | <a href="https://docs.mindsdb.com/data-integrations/apache-pinot"><img src="https://img.shields.io/badge/Pinot-000?logo=pinot&logoColor=fff&style=for-the-badge" alt="Pinot Badge"></a> |
        | <a href="https://docs.mindsdb.com/data-integrations/apache-cassandra"><img src="https://img.shields.io/badge/Cassandra-1287B1?style=for-the-badge&logo=apache%20cassandra&logoColor=white" alt="Connect Cassandra"></a> | <a href="https://docs.mindsdb.com/data-integrations/datastax"><img src="https://img.shields.io/badge/DataStax-3A3A42?logo=datastax&logoColor=fff&style=for-the-badge" alt="DataStax Badge"></a> | <a href="https://docs.mindsdb.com/data-integrations/amazon-s3"><img src="https://img.shields.io/badge/Amazon%20S3-569A31?logo=amazons3&logoColor=fff&style=for-the-badge" alt="Amazon S3 Badge"></a> |
        | <a href="https://docs.mindsdb.com/data-integrations/cockroachdb"><img src="https://img.shields.io/badge/CockroachDB-426EDF?style=for-the-badge&logo=cockroach-labs&logoColor=white" alt="Connect CockroachDB"></a> | <a href="https://docs.mindsdb.com/data-integrations/ckan"><img src="https://img.shields.io/badge/ckan-7D929E?logo=ckan&logoColor=fff&style=for-the-badge" alt="ckan Badge"></a> | <a href="https://docs.mindsdb.com/data-integrations/supabase"><img src="https://img.shields.io/badge/Supabase-3ECF8E?logo=supabase&logoColor=fff&style=for-the-badge" alt="Supabase Badge"></a> |
        | <a href="https://docs.mindsdb.com/data-integrations/clickhouse"><img src="https://img.shields.io/badge/Clickhouse-e6e600?style=for-the-badge&logo=clickhouse&logoColor=white" alt="Connect Clickhouse"></a> | <a href="https://docs.mindsdb.com/data-integrations/google-bigquery"><img src="https://img.shields.io/badge/Google Big Query-0466C8?logo=Big Query&logoColor=fff&style=for-the-badge" alt="Google Big Query Badge"></a> | <a href="https://docs.mindsdb.com/data-integrations/sqlite"><img src="https://img.shields.io/badge/SQLite-003B57?logo=sqlite&logoColor=fff&style=for-the-badge" alt="SQLite Badge"></a> |
        | <a href="https://docs.mindsdb.com/data-integrations/mariadb"><img src="https://img.shields.io/badge/MariaDB-003545?style=for-the-badge&logo=mariadb&logoColor=white" alt="Connect MariaDB"></a> | <a href="https://docs.mindsdb.com/data-integrations/couchbase"><img src="https://img.shields.io/badge/Couchbase-EA2328?logo=couchbase&logoColor=fff&style=for-the-badge" alt="Couchbase Badge"></a> | <a href="https://docs.mindsdb.com/data-integrations/tidb#tidb-handler"><img src="https://img.shields.io/badge/TiDB-DD0031?logo=tidb&logoColor=fff&style=for-the-badge" alt="TiDB Badge"></a> |
        | <a href="https://docs.mindsdb.com/data-integrations/microsoft-sql-server"><img src="https://img.shields.io/badge/Microsoft%20SQL%20Sever-CC2927?style=for-the-badge&logo=microsoft%20sql%20server&logoColor=white" alt="Connect SQL Server"></a> | <a href="https://docs.mindsdb.com/data-integrations/cratedb"><img src="https://img.shields.io/badge/CrateDB-009DC7?logo=cratedb&logoColor=fff&style=for-the-badge" alt="CrateDB Badge"></a> | <a href=" https://docs.mindsdb.com/data-integrations/timescaledb"><img src="https://img.shields.io/badge/Timescale-FDB515?logo=timescale&logoColor=fff&style=for-the-badge" alt="Timescale Badge"></a> |
        | <a href="https://docs.mindsdb.com/data-integrations/mongodb"><img src="https://img.shields.io/badge/MongoDB-4EA94B?style=for-the-badge&logo=mongodb&logoColor=white" alt="Connect MongoDB"></a> | <a href="https://docs.mindsdb.com/data-integrations/d0lt"><img src="https://img.shields.io/badge/DoIt-00B388?logo=DoIt&logoColor=fff&style=for-the-badge" alt="DoIt Badge"></a> | <a href="https://docs.mindsdb.com/data-integrations/amazon-dynamodb"><img src="https://img.shields.io/badge/Amazon%20DynamoDB-4053D6?logo=amazondynamodb&logoColor=fff&style=for-the-badge" alt="Amazon DynamoDB Badge"></a> |
        | <a href="https://docs.mindsdb.com/data-integrations/postgresql"><img src="https://img.shields.io/badge/PostgreSQL-316192?style=for-the-badge&logo=postgresql&logoColor=white" alt="Connect PostgreSQL"></a> | <a href="https://docs.mindsdb.com/data-integrations/ibm-db2"><img src="https://img.shields.io/badge/IBMDB2-008000?logo=IBMDB2&logoColor=fff&style=for-the-badge" alt="IBMDB2 Badge"></a> | <a href="https://docs.mindsdb.com/data-integrations/opengauss"><img src="https://img.shields.io/badge/openGauss-02458D?logo=opengauss&logoColor=fff&style=for-the-badge" alt="openGauss Badge"></a> |
        | <a href="https://docs.mindsdb.com/data-integrations/mysql"><img src="https://img.shields.io/badge/MySQL-00758F?style=for-the-badge&logo=mysql&logoColor=white" alt="Connect MySQL"></a> | <a href=" https://docs.mindsdb.com/data-integrations/databricks"><img src="https://img.shields.io/badge/Databricks-FF3621?logo=databricks&logoColor=fff&style=for-the-badge" alt="Databricks Badge"></a> | <a href="https://docs.mindsdb.com/data-integrations/yugabytedb"><img src="https://img.shields.io/badge/YugabyteDB-02458D?logo=yugabytedb&logoColor=fff&style=for-the-badge" alt="YugabyteDB Badge"></a>
        | <a href="https://docs.mindsdb.com/data-integrations/questdb"><img src="https://img.shields.io/badge/QuestDB-d14671?style=for-the-badge&logo=questdb&logoColor=white" alt="Connect QuestDB"></a> | <a href="https://docs.mindsdb.com/data-integrations/apache-druid"><img src="https://img.shields.io/badge/Apache%20Druid-29F1FB?logo=apachedruid&logoColor=000&style=for-the-badge" alt="Apache Druid Badge"></a> |
        | <a href="https://docs.mindsdb.com/data-integrations/starrocks"><img src="https://img.shields.io/badge/starrocks-000000?style=for-the-badge&logo=starrocks&logoColor=white" alt="StarRocks Badge"></a> | <a href="https://docs.mindsdb.com/data-integrations/vertica"><img src="https://img.shields.io/badge/Vertica-000?logo=vertica&logoColor=fff&style=for-the-badge" alt="Vertica Badge"></a> | <a href="https://docs.mindsdb.com/data-integrations/duckdb"><img src="https://img.shields.io/badge/duckdb-fff?logo=duckdb&logoColor=000&style=for-the-badge" alt="DuckDB Badge"></a> |
        | <a href="https://docs.mindsdb.com/data-integrations/sap-hana"><img src="https://img.shields.io/badge/SAP%20HANA-1661BE?style=for-the-badge&logo=sap&logoColor=white" alt="Connect SAP HANA"></a> | <a href="https://docs.mindsdb.com/data-integrations/elasticsearch"><img src="https://img.shields.io/badge/Elastic-005571?logo=elastic&logoColor=fff&style=for-the-badge" alt="Elastic Badge"></a> | <a href="https://docs.mindsdb.com/data-integrations/cloud-spanner"><img src="https://img.shields.io/badge/Cloud%20Spanner-4285F4?style=for-the-badge" alt="Cloud Spanner Badge"></a> |
        | <a href="https://docs.mindsdb.com/data-integrations/all-data-integrations#scylla"><img src="https://img.shields.io/badge/ScyllaDB-53CADD?style=for-the-badge&logo=scylladbb&logoColor=white" alt="Connect ScyllaDB"></a> | <a href="https://docs.mindsdb.com/data-integrations/all-data-integrations#firebird"><img src="https://img.shields.io/badge/Firebird-F40D12?logo=Firebird&logoColor=fff&style=for-the-badge" alt="Firebird Badge"></a> |
        | <a href="https://docs.mindsdb.com/data-integrations/all-data-integrations#singlestore"><img src="https://img.shields.io/badge/Singlestore-5f07b4?style=for-the-badge&logo=singlestore&logoColor=white" alt="Connect Singlestore"></a> | <a href="https://docs.mindsdb.com/data-integrations/all-data-integrations#hive"><img src="https://img.shields.io/badge/Apache%20Hive-FDEE21?logo=apachehive&logoColor=000&style=for-the-badge" alt="Apache Hive Badge"></a> |
        | <a href="https://docs.mindsdb.com/data-integrations/teradata"><img src="https://img.shields.io/badge/Teradata-e36c42?style=for-the-badge&logo=teradata&logoColor=white" alt="Connect Teradata"></a> | <a href="https://docs.mindsdb.com/data-integrations/all-data-integrations#matrix-one"><img src="https://img.shields.io/badge/Matrixone-02458D?logo=Matrixone&logoColor=fff&style=for-the-badge" alt="Matrixone Badge"></a> |
        | <a href=" https://docs.mindsdb.com/data-integrations/snowflake"><img src="https://img.shields.io/badge/Snowflake-35aedd?style=for-the-badge&logo=snowflake&logoColor=blue" alt="Connect Snowflake"></a> | <a href="https://docs.mindsdb.com/data-integrations/all-data-integrations#informix"><img src="https://img.shields.io/badge/Informix-191A1B?logo=informix&logoColor=fff&style=for-the-badge" alt="Informix Badge"></a> |
        | <a href="https://docs.mindsdb.com/data-integrations/trino"><img src="https://img.shields.io/badge/Trino-dd00a1?style=for-the-badge&logo=trino&logoColor=white" alt="Connect Trino"></a> | <a href="https://docs.mindsdb.com/data-integrations/all-data-integrations#monetdb"><img src="https://img.shields.io/badge/Monetdb-0099E5?logo=Monetdb&logoColor=fff&style=for-the-badge" alt="Monetdb Badge"></a> |
        
        [:question: :wave: Missing integration?](https://github.com/mindsdb/mindsdb/issues/new?assignees=&labels=&template=feature-mindsdb-request.yaml)
        
        
        ## Documentation
        
        You can find the complete documentation of MindsDB at [docs.mindsdb.com](https://docs.mindsdb.com?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo).
        
        ## Support
        
        If you found a bug, please submit an [issue on GitHub](https://github.com/mindsdb/mindsdb/issues/new/choose).
        
        To get community support, you can:
        
        * Post a question at MindsDB [Slack community](https://mindsdb.com/joincommunity).
        * Ask for help at our [GitHub Discussions](https://github.com/mindsdb/mindsdb/discussions).
        * Ask a question at [Stackoverflow](https://stackoverflow.com/questions/tagged/mindsdb) with a MindsDB tag.
        
        If you need commercial support, please [contact](https://mindsdb.com/contact/?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo) MindsDB team.
        
        ## Contributing
        
        A great place to start contributing to MindsDB is to check our GitHub projects :checkered_flag:
        
        * Community contributor's [dashboard tasks](https://github.com/mindsdb/mindsdb/projects/8).
        * [First timers only issues](https://github.com/mindsdb/mindsdb/issues?q=is%3Aissue+is%3Aopen+label%3Afirst-timers-only), if this is your first time contributing to an open source project.
        
        We are always open to suggestions so feel free to open new issues with your ideas and we can guide you!
        
        Being part of the core team is accessible to anyone who is motivated and wants to be part of that journey!
        If you'd like to contribute to the project, refer to the [contributing documentation](https://docs.mindsdb.com/contribute/?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo).
        
        Please note that this project is released with a [Contributor Code of Conduct](https://github.com/mindsdb/mindsdb/blob/stable/CODE_OF_CONDUCT.md). By participating in this project, you agree to abide by its terms.
        
        Also, check out the [rewards and community programs](https://mindsdb.com/community?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo).
        
        
        ### Current contributors
        
        <a href="https://github.com/mindsdb/mindsdb/graphs/contributors">
          <img src="https://contributors-img.web.app/image?repo=mindsdb/mindsdb" />
        </a>
        
        Made with [contributors-img](https://contributors-img.web.app).
        
        ## Subscribe to updates
        
        Join our [Slack community](https://mindsdb.com/joincommunity) and subscribe to the monthly [Developer Newsletter](https://mindsdb.com/newsletter/?utm_medium=community&utm_source=github&utm_campaign=mindsdb%20repo) to get product updates, information about MindsDB events and contests, and useful content, like tutorials.
        
        
        ## License
        
        MindsDB is licensed under [GNU General Public License v3.0](https://github.com/mindsdb/mindsdb/blob/master/LICENSE)
        
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: Operating System :: OS Independent
Requires-Python: >=3.8
Description-Content-Type: text/markdown
Provides-Extra: grpc
Provides-Extra: telemetry
Provides-Extra: all_extras
Provides-Extra: informix
Provides-Extra: slack
Provides-Extra: google_search
Provides-Extra: ingres
Provides-Extra: teradata
Provides-Extra: openai
Provides-Extra: postgres
Provides-Extra: databricks
Provides-Extra: monkeylearn
Provides-Extra: vitess
Provides-Extra: lightwood
Provides-Extra: autosklearn
Provides-Extra: datastax
Provides-Extra: influxdb
Provides-Extra: s3
Provides-Extra: mediawiki
Provides-Extra: nuo_jdbc
Provides-Extra: access
Provides-Extra: shopify
Provides-Extra: surrealdb
Provides-Extra: derby
Provides-Extra: databend
Provides-Extra: sheets
Provides-Extra: empress
Provides-Extra: yugabyte
Provides-Extra: huggingface
Provides-Extra: binance
Provides-Extra: db2
Provides-Extra: solr
Provides-Extra: opengauss
Provides-Extra: mongodb
Provides-Extra: ray_serve
Provides-Extra: scylla
Provides-Extra: merlion
Provides-Extra: sendinblue
Provides-Extra: mendeley
Provides-Extra: mariadb
Provides-Extra: cloud_sql
Provides-Extra: google_calendar
Provides-Extra: firebird
Provides-Extra: elasticsearch
Provides-Extra: cassandra
Provides-Extra: sqreamdb
Provides-Extra: redshift
Provides-Extra: supabase
Provides-Extra: planetscale
Provides-Extra: strava
Provides-Extra: sqlany
Provides-Extra: popularity_recommender
Provides-Extra: huggingface_api
Provides-Extra: neuralforecast
Provides-Extra: questdb
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